Biostatistics

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  • 2012

    How do spatial and angular resolution affect brain connectivity maps from diffusion MRI?

    Zhan, L., Franc, D., Patel, V., Jahanshad, N., Jin, Y., Mueller, B. A., Bernstein, M. A., Borowski, B. J., Jack, C. R., Toga, A. W., Lim, K. O. & Thompson, P. M., 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 1-4 4 p. 6235469. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Image recognition and consistency of response

    Haygood, T. M., Ryan, J., Liu, Q. M. A., Bassett, R. & Brennan, P. C., 2012, Medical Imaging 2012: Image Perception, Observer Performance, and Technology Assessment. Abbey, C. K. & Mello-Thoms, C. R. (eds.). SPIE, 83180G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8318).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines

    Srivastava, S., Wang, W., Zinn, P. O., Colen, R. R. & Baladandayuthapani, V., 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 18-21 4 p. 6507716. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Latent feature decompositions for integrative analysis of diverse high-throughput genomic data

    Gregory, K. B., Coombes, K. R., Momin, A., Girard, L., Byers, L. A., Lin, S., Peyton, M., Heymach, J. V., Minna, J. D. & Baladandayuthapani, V., 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 130-134 5 p. 6507746. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Querying external source code files of programs connecting to a relational database

    Garcia-Alvarado, C., Ordonez, C. & Baladandayuthapani, V., 2012, PIKM'12 - Proceedings of the 5th ACM Ph.D. Workshop in Information and Knowledge, Co-located with CIKM 2012. p. 9-16 8 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2011

    3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering

    Jin, Y., Shi, Y., Jahanshad, N., Aganj, I., Sapiro, G., Toga, A. W. & Thompson, P. M., 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 822-826 5 p. 5872531. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Clinical multi-push acoustic radiation force for evaluation of renal transplant status

    Scola, M. R., Baggesen, L. M., Wu, C. D., Detwiler, R. K., Chong, W. K., Jang, S. Y., Burke, L. M. B., Jernigan, K. L., Caughey, M. C., Fisher, M. W., Zhu, H., Whitehead, S. B. & Gallippi, C. M., 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 2106-2109 4 p. 6293638. (IEEE International Ultrasonics Symposium, IUS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Heritability of white matter fiber tract shapes: A HARDI study of 198 twins

    Jin, Y., Shi, Y., Joshi, S. H., Jahanshad, N., Zhan, L., De Zubicaray, G. I., McMahon, K. L., Martin, N. G., Wright, M. J., Toga, A. W. & Thompson, P. M., 2011, Multimodal Brain Image Analysis - First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Proceedings. p. 35-43 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Scopus citations

  • In vivo detection of hemorrhage rate in dog models of hemophilia and VWD and at human femoral arteriotomy by ARFI ultrasound

    Scola, M. R., Baggesen, L. M., Behler, R. H., Nichols, T. C., Zhu, H., Caughey, M. C., Merricks, E. P., Raymer, R. A., Margaritis, P., High, K. A. & Gallippi, C. M., 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 660-663 4 p. 6293254. (IEEE International Ultrasonics Symposium, IUS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins

    Jahanshad, N., Aganj, I., Lenglet, C., Joshi, A., Jin, Y., Barysheva, M., McMahon, K. L., De Zubicaray, G. I., Martin, N. G., Wright, M. J., Toga, A. W., Sapiro, G. & Thompson, P. M., 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 939-943 5 p. 5872558. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    37 Scopus citations

  • Two-stage multiscale adaptive regression methods for twin neuroimaging data

    Li, Y., Gilmore, J. H., Wang, J., Styner, M., Lin, W. & Zhu, H., 2011, Multimodal Brain Image Analysis - First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Proceedings. p. 102-109 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    ARFI beam sequence performance as evaluated by trained readers: Plaquedetection

    Behler, R. H., Gallippi, C. M., Wu, C. D., Zhu, H., Merricks, E. P. & Nichols, T. C., 2010, 2010 IEEE International Ultrasonics Symposium, IUS 2010. p. 483-486 4 p. 5935940. (Proceedings - IEEE Ultrasonics Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multivariate network-level approach to detect interactions between large-scale functional systems

    Gao, W., Zhu, H., Giovanello, K. & Lin, W., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. p. 298-305 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • Multivariate varying coefficient models for DTI tract statistics

    Zhu, H., Styner, M., Li, Y., Kong, L., Shi, Y., Lin, W., Coe, C. & Gilmore, J. H., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 690-697 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations

  • On the computation of stochastic search variable selection in linear regression with UDFs

    Navas, M., Ordonez, C. & Baladandayuthapani, V., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 941-946 6 p. 5694065. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM

    Chen, Y., Ji, S., Wu, X., An, H., Zhu, H., Shen, D. & Lin, W., 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. p. 274-281 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    3 Scopus citations
  • 2009

    Fast tensor image morphing for elastic registration

    Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 - 12th International Conference, Proceedings. PART 1 ed. p. 721-729 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5761 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Scopus citations

  • Hierarchical unbiased group-wise registration for atlas construction and population comparison

    Chen, Y., Shen, D., Zhu, H., An, H., Gilmore, J. & Lin, W., 2009, Medical Imaging 2009 - Image Processing. 72592V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Intrinsic regression models for manifold-valued data

    Shi, X., Styner, M., Lieberman, J., Ibrahim, J. G., Lin, W. & Zhu, H., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 192-199 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    42 Scopus citations

  • In vivo hemostasis detection at human femoral arteriotomy by ARFI ultrasound

    Behler, R. H., Scola, M. R., Nichols, T., Caughey, M., Zhu, H. & Gallippi, C. M., 2009, 2009 IEEE International Ultrasonics Symposium and Short Courses, IUS 2009. Institute of Electrical and Electronics Engineers Inc., p. 1879-1882 4 p. 5441426. (Proceedings - IEEE Ultrasonics Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • LSTGEE: Longitudinal analysis of neuroimaging data

    Li, Y., Zhu, H., Chen, Y., An, H., Gilmore, J., Lin, W. & Shen, D., 2009, Medical Imaging 2009 - Image Processing. 72590F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Mapping growth patterns and genetic influences on early brain development in twins

    Chen, Y., Zhu, H., Shen, D., An, H., Gilmore, J. & Lin, W., 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. p. 232-239 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • MARM: Multiscale adaptive regression models for neuroimaging data

    Zhu, H., Li, Y., Ibrahim, J. G., Lin, W. & Shen, D., 2009, Information Processing in Medical Imaging - 21st International Conference, IPMI 2009, Proceedings. p. 314-325 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5636 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    5 Scopus citations

  • RADTI: Regression analyses of diffusion tensor images

    Li, Y., Zhu, H., Chen, Y., Ibrahim, J. G., An, H., Lin, W., Hall, C. & Shen, D., 2009, Medical Imaging 2009 - Image Processing. 72591C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7259).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Regularization of diffusion tensor field using coupled robust anisotropic diffusion filters

    Tang, S., Fan, Y., Zhu, H., Yap, P. T., Gao, W., Lin, W. & Shen, D., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 52-57 6 p. 5204342. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • TIMER: Tensor image morphing for elastic registration

    Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1-8 8 p. 5204350. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Voxel-wise group analysis of dti

    Liu, Z., Zhu, H., Marks, B. L., Katz, L. M., Goodlett, C. B., Gerig, G. & Styner, M., 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. IEEE Computer Society, p. 807-810 4 p. 5193172. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    18 Scopus citations
  • 2008

    Parallel programming to identify cellular contexts

    Tembe, W., Zhang, S., Raghavan, S., Lowey, J., Kim, S. & Suh, E., 2008, GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics. 4555658. (GENSIPS'08 - 6th IEEE International Workshop on Genomic Signal Processing and Statistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2006

    Conditional confidence intervals for the true classification error

    Xu, Q., Hua, J., Xiong, Z., Suh, E. & Dougherty, E. R., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 97-98 2 p. 4161795. (2006 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Effect of normalization on microarray-based classification

    Hua, J., Balagurunathan, Y., Chen, Y., Lowey, J., Bittner, M. L., Xiong, Z., Suh, E. & Dougherty, E. R., 2006, 2006 IEEE International Workshop on Genomic Signal Processing and Statstics, GENSIPS 2006. p. 7-8 2 p. 4161750. (2006 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2005

    A parallel algorithm for extracting transcriptional regulatory network motifs

    Tie, W., Touchman, J. W., Weiyi, Z., Suh, E. B. & Guoliang, X., 2005, Proceedings - BIBE 2005: 5th IEEE Symposium on Bioinformatics and Bioengineering. p. 193-200 8 p. 1544466. (Proceedings - BIBE 2005: 5th IEEE Symposium on Bioinformatics and Bioengineering; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Scopus citations
  • 1999

    Providing computational science and engineering expertise for a large biomedical research program

    Martino, R. L., Johnson, C. A., Kempner, K. M., Pohida, T. J., Powell, J. I., Suh, E. B., Trus, B. L. & Yap, T. K., 1999, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. IEEE, p. 1226 1 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 1997

    Parallel algorithms in molecular biology

    Martino, R. L., Yap, T. K. & Suh, E. B., 1997, High-Performance Computing and Networking - International Conference and Exhibition, Proceedings. Hertzberger, B., Sloot, P., Hertzberger, B., Sloot, P., Hertzberger, B., Sloot, P., Hertzberger, B. & Sloot, P. (eds.). Springer Verlag, p. 232-240 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1225).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations